Overcoming the limitations of patch-based learning to detect cancer in
whole slide images

Overcoming the limitations of patch-based learning to detect cancer in whole slide images

1 December 2020

S. Nofech-Mozes

Papers citing "Overcoming the limitations of patch-based learning to detect cancer in whole slide images"

12 / 12 papers shown

Title
From Pixels to Histopathology: A Graph-Based Framework for Interpretable Whole Slide Image Analysis Alexander Weers Alexander H. Berger Laurin Lux Peter Schüffler Daniel Rueckert Johannes C. Paetzold 42 0 0 14 Mar 2025
Distilling High Diagnostic Value Patches for Whole Slide Image Classification Using Attention Mechanism Tianhang Nan Hao Quan Yong Ding Xingyu Li Kai Yang Xiaoyu Cui 17 0 0 29 Jul 2024
URCDM: Ultra-Resolution Image Synthesis in Histopathology Sarah Cechnicka James G. C. Ball Matthew Baugh Hadrien Reynaud Naomi Simmonds A. Smith Catherine Horsfield C. Roufosse Bernhard Kainz MedIm 26 0 0 18 Jul 2024
PathAlign: A vision-language model for whole slide images in histopathology Faruk Ahmed Andrew Sellergren Lin Yang Shawn Xu Boris Babenko ... S. Shetty Daniel Golden Yun-hui Liu David F. Steiner Ellery Wulczyn LM&MA VLM 36 14 0 27 Jun 2024
STimage-1K4M: A histopathology image-gene expression dataset for spatial transcriptomics Jiawen Chen Muqing Zhou Wenrong Wu Jinwei Zhang Yun Li Didong Li 24 6 0 10 Jun 2024
Seeing the random forest through the decision trees. Supporting learning health systems from histopathology with machine learning models: Challenges and opportunities Ricardo Gonzalez Ashirbani Saha Clinton J.V. Campbell Peyman Nejat Cynthia Lokker Andrew P. Norgan 33 12 0 06 Dec 2023
Gravity Network for end-to-end small lesion detection Ciro Russo Alessandro Bria Claudio Marrocco MedIm 24 0 0 22 Sep 2023
Probabilistic Attention based on Gaussian Processes for Deep Multiple Instance Learning Arne Schmidt Pablo Morales-Álvarez Rafael Molina 16 13 0 08 Feb 2023
Computer-Aided Cancer Diagnosis via Machine Learning and Deep Learning: A comparative review Solene Bechelli 11 2 0 19 Oct 2022
Influence of uncertainty estimation techniques on false-positive reduction in liver lesion detection Ishaan Bhat J. Pluim M. Viergever Hugo J. Kuijf MedIm 19 4 0 22 Jun 2022
Improving Self-supervised Learning with Hardness-aware Dynamic Curriculum Learning: An Application to Digital Pathology C. Srinidhi Anne L. Martel 34 22 0 16 Aug 2021
Self supervised contrastive learning for digital histopathology Ozan Ciga Tony Xu Anne L. Martel SSL 103 305 0 27 Nov 2020